Abstract: Aspects of the present invention disclose a method for detecting textual inputs of a user of a social media application and derives personality characteristic insights of a user. The method includes one or more processors identifying a textual data entry to an interactive internet-based application. The method further includes determining a tone of the textual data entry. The method further includes identifying a posting account corresponding to the textual data entry. The method further includes generating a personality profile corresponding to the posting account based on the textual data entry associated with the posting account. The method further includes determining a context of the textual data entry based on semantic features of the textual data entry. The method further includes classifying the personality profile corresponding to the posting account.

Abstract: A schematic diagram of an electronic circuit with an unknown function is received. In response to determining that a node equation list associated with the received schematic does not meet a first threshold similarity requirement to a stored node equation list in a database of schematic diagrams of electronic circuits, a main component list associated with the received schematic is created. Each schematic diagram stored in the database of schematic diagrams has a known function, includes an associated node equation list, and includes an associated main component list. In response to determining that the created main component list meets a second threshold requirement for similarity to a stored main component list from the database, a node equation list associated with the stored main component list is retrieved. A function of the received schematic is suggested based on a function of the retrieved node equation list.

Abstract: Aspects of the present invention disclose a method for detecting textual inputs of a user of a social media application and derives personality characteristic insights of a user. The method includes one or more processors identifying a textual data entry to an interactive internet-based application. The method further includes determining a tone of the textual data entry. The method further includes identifying a posting account corresponding to the textual data entry. The method further includes generating a personality profile corresponding to the posting account based on the textual data entry associated with the posting account. The method further includes determining a context of the textual data entry based on semantic features of the textual data entry. The method further includes classifying the personality profile corresponding to the posting account.